conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

'10

'15

'20

'25

Papers (including subtopics)

Cross-Domain Semantic Segmentation via Domain-Invariant Interactive Relation Transfer CVPR 2020 Cross-lingual Annotation Projection in Legal Texts COLING 2020 Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup ACL 2020 Cross-lingual Emotion Intensity Prediction COLING 2020 Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation COLING 2020 Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation AAAI 2020 Cross-lingual Spoken Language Understanding with Regularized Representation Alignment EMNLP 2020 Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher EMNLP 2020 Cross-lingual Transfer Learning for COVID-19 Outbreak Alignment ACL 2020 Cross-lingual Transfer Learning for Grammatical Error Correction COLING 2020 Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning ACL 2020 Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage ACL 2020 CrossTransformers: spatially-aware few-shot transfer NeurIPS 2020 CSECU-DSG at WNUT-2020 Task 2: Exploiting Ensemble of Transfer Learning and Hand-crafted Features for Identification of Informative COVID-19 English Tweets EMNLP 2020 CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning SemEval 2020 Curriculum Learning for Natural Language Understanding ACL 2020 Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey JMLR 2020 DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool COLING 2020 Data Annealing for Informal Language Understanding Tasks EMNLP 2020 Data-driven confidence bands for distributed nonparametric regression COLT 2020 Data-Efficient Image Recognition with Contrastive Predictive Coding ICML 2020 Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN CVPR 2020 DBA: Distributed Backdoor Attacks against Federated Learning ICLR 2020 DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames ICLR 2020 Deep Bayesian Nonparametric Learning of Rules and Plans from Demonstrations with a Learned Automaton Prior AAAI 2020